The MaCAD is a unique online programme training a new generation of architects, engineers and designers ready to develop skills into the latest softwares, computational tools, BIM technologies and AI towards innovation for the Architecture, Engineering and Construction (AEC) industry.

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Inpaint Materiality

Intro Designers know the pain: a perfect image—ruined by one wrong material. A distracting object. A missing texture. An awkward composition. You could retouch it manually, but how long will that take? And will it ever really blend? What if you could just circle the problem area and ask for something better? Something that fits … Read more

Faster Architectural Workflows with Generative AI: From Text Prompts to Custom LoRAs

Morph 2 LoRAs

Why “Faster” Matters A single photorealistic render can quickly be very expensive and take days to produce, locking design changes behind hefty bills and long waits for architects. Generative AI, through models like Stable Diffusion and custom LoRAs, slashes both cost and time, turning sketches into near-final visuals in seconds. By democratizing high-fidelity imagery, it … Read more

From Raw Acoustics to Predictive Insights: Modeling Comfort in Architectural Spaces

Introduction In this blog, we walk through the complete data science process applied to a unique challenge: predicting the acoustic comfort index of apartment units based on architectural and environmental features. This includes data preprocessing, feature engineering, model training, interpretation, and tuning—with tools like XGBoost, Neural Networks, and SHAP for explainability. The workflow is split … Read more

CarbonAI

Bridging Carbon estimations in early design stages The built environment accounts for nearly 40% of global carbon emissions, the urgency to integrate sustainability into architectural and engineering processes has never been greater. Yet, decisions made in the earliest stages of building design often lock in the majority of a structure’s lifetime carbon footprint, long before … Read more

Co-Creator for Shared Outdoor Spaces: Activity Prediction in Residential Buildings

1 — Project OverviewOur project is based on the building geometry model that is provided with three apartment types and spaces in between them. We chose to focus on the shared spaces: the courtyards, terraces, and balconies. The building is located in Barcelona, so we rely on fixed environmental conditions and don’t re-run simulations. We … Read more

Creative Workflow Customization in BIM

Leveraging Advanced BIM Strategies for Complex Architectural Realization Contextual Framework – Traditional BIM workflows often struggle to accommodate the complex, fluid geometries characteristic of avant-garde architectural designs, creating a gap between conceptual vision and buildable reality. Key Insight – Customized BIM workflows incorporating AI, computational design, and bespoke coding can enable the realization of complex … Read more

HYPER A | STRUCTURE

In the ever-evolving world of architecture, Hyper A is an exploration into the limits—and freedoms—of structural design. We, the Structure Team, consisting of Joaquin Broquedis and myself, Marco Durand, are excited to present the structural concept that supports not just a building, but a multi-neighborhood urban vision. This blog offers a deeper look into our … Read more

Hyper-Building B: Services Team

Introduction In an era of rapid urbanization, the Hyper-Building concept emerges as a response to the complexities of modern city life. Rather than viewing it as a single architectural entity, we approached it as an interconnected urban system—a city within a city. Like any urban environment, it must address challenges related to accessibility, functionality, and … Read more

Hyper B – Residential Team

Hyper B Residential

A Balance of living in a Hyper scale Concept Hyper-Buildings Have become a symbol of Dark and Dystopian living, where residences are in low living standards & disconnected from the world. Residential living in a hyper-building must balance high-density living with comfort, health, and amenities that can support and sustain inhabitants. The Residential Team aims … Read more

Collaborative Workflow for Adaptive Industrial Design

Project Scope and Objectives This project, developed as the industrial team, explores collaborative workflows in the context of a studio project focused on automation & architectural integration. The objective was to design an app that supports the development of multifunctional industrial spaces, guided by the Japanese principle of circularity known as ensō. The studio project … Read more

Collaborative Workflow: Automated Visualization and Presentation

The Hyper-B Residential Team final assignment of Collaborative workflows seminar Cover the internal collaboration with in the team and cross team interaction that we had with other teams of Hyper-B.  Throughout the term the team worked on the development of living spaces for future residences of the tower. Residential overall role was to create Residential … Read more

The Vertical Machine: Reimagining Industrial Architecture for a Regenerative Urban Future

Node Level AI generation

_Architecture Inspired by Ensō: Unity Through Cycles At the heart of The Vertical Machine lies a philosophical foundation. Borrowing from the Zen concept of ensō, the circle that symbolizes the beauty of incompleteness and the continuity of cycles, the project embraces imperfection and transformation. Just as an ensō is drawn in a single fluid stroke, … Read more

Hyperbuilding A – Data Team

Introduction As the Data Team, we didn’t produce any geometry. Instead, we focused on creating a data infrastructure that enhances collaboration between all design teams. Our primary goal was to streamline information flow, validate data integrity, and provide meaningful metrics that inform the design process. The Birth of our Holistic Approach One of the tacit … Read more

Hyper A – Facade Team

THE ESSENCE OF ENSO Ensō, the Zen circle, represents one of the most fundamental principles in Japanese aesthetics and philosophy. Traditionally drawn in a single, fluid brush stroke, it symbolizes: Complete Circle of Life)Main Unifying Theme: Like the Zen concept of ensō (the circle), the building embodies completeness through continuous cycles and perfect imperfection. Team … Read more

Ensō Hyperbuilding | Services

Data Our goal was to create a city within a city, an organism that operates 24/7, where functions overlap and change throughout the day based on residents’ needs. Each of the eight specific neighborhoods has spaces dedicated to changing functions. A key performance indicator (KPI) we used is the occupancy efficiency formula, measuring how effectively spaces are utilized over 24 … Read more